Applying transformations to model driven data warehouses

Authors:
Jose-Norberto Mazón;Jesús Pardillo;Juan Trujillo
Affiliations:
Dept. of Software and Computing Systems, University of Alicante, Spain;Dept. of Software and Computing Systems, University of Alicante, Spain;Dept. of Software and Computing Systems, University of Alicante, Spain
Venue:
DaWaK'06 Proceedings of the 8th international conference on Data Warehousing and Knowledge Discovery
Year:
2006

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Abstract

In the past few years, several conceptual approaches have been proposed for the specification of the main multidimensional (MD) properties of the data warehouse (DW) repository. However, these approaches often fail in providing mechanisms to univocally and automatically derive a logical representation of the MD conceptual model. To overcome this limitation, we present an approach to align the MD modeling of the DW repository with the Model Driven Architecture (MDA) by formally defining a set of Query/View/Transformation (QVT) transformation rules which allow us to obtain a logical representation of the MD conceptual model in an automatic way. Finally, we show how to implement our approach in an MDA-compliant commercial tool.